6533b7d7fe1ef96bd1267b1c
RESEARCH PRODUCT
Impact of Nonstationarities on Short Heart Rate Variability Recordings During Obstructive Sleep Apnea
Gianluca RossatoBeatrice De MariaDavide TononAlberto PortaLuca FaesVlasta BaripGiovanni Ranuzzisubject
medicine.medical_specialtySleep disorderbusiness.industryComputer Science (all)030204 cardiovascular system & hematologymedicine.diseaseSleep in non-human animalsAutonomic controlnervous system diseasesrespiratory tract diseasesObstructive sleep apnea03 medical and health sciencesQuiet sleep0302 clinical medicinestomatognathic systemInternal medicineSettore ING-INF/06 - Bioingegneria Elettronica E InformaticaBreathingmedicineCardiologyHeart rate variabilityAutonomic modulationCardiology and Cardiovascular Medicinebusiness030217 neurology & neurosurgerydescription
Obstructive sleep apnea (OSA) is a sleep disorder characterized by breathing pauses due to collapse of the upper airways. During OSA the autonomic modulation, as noninvasively assessed through heart period (HP) variability, is altered in a time-varying way even though time-varying properties of HP fluctuations are often disregarded by HP variability studies. We performed a time domain analysis computed over very short epochs corresponding to the sole OSA events explicitly accounting for HP variability nonstationarities. Length-matched epochs were extracted during OSA and quiet sleep (SLEEP) in 13 subjects suffering from OSA (11 males, age 55±11, apnea-hypopnea index 44±19). Mean HP, variance and variance of the residual after exponential detrending were assessed as well as the parameters a and b of the exponential fitting in the form y(n)=a·exp(b·n). HP mean and the parameter a increased during OSA compared to SLEEP. The variance of the residual was significantly lower than original variance during both OSA and SLEEP, while the dispersion of the parameter b was significantly larger. Nonstationarities were evident during both SLEEP and OSA but more dramatically apparent during OSA, thus stressing the need of accounting for them when the autonomic control during OSA is under scrutiny.
year | journal | country | edition | language |
---|---|---|---|---|
2017-09-14 | Computing in Cardiology Conference (CinC) |